SLA management in intent-driven service management systems: A taxonomy and future directions

Y Sharma, D Bhamare, N Sastry, B Javadi… - ACM Computing …, 2023 - dl.acm.org
Traditional, slow and error-prone human-driven methods to configure and manage Internet
service requests are proving unsatisfactory. This is due to an increase in Internet …

AMANOS: An Intent-Driven Management And Orchestration System For Next-Generation Cloud-Native Networks

A Boutouchent, AN Meridja, Y Kardjadja… - IEEE …, 2023 - ieeexplore.ieee.org
Next-generation mobile networks, namely 5G and beyond, have received significant interest
from the research community. This is due to their potential in enabling innovative services …

Araucaria: Simplifying INC Fault Tolerance with High-Level Intents

R Parizotto, I Haque, A Schaeffer-Filho - arXiv preprint arXiv:2404.11728, 2024 - arxiv.org
Network programmability allows modification of fine-grain data plane functionality. The
performance benefits of data plane programmability have motivated many researchers to …

AI-driven Workload Management in Meta OS

L Nedoshivina, K Levacher, K Fraser, A Halimi… - Proceedings of the 1st …, 2024 - dl.acm.org
Properly leveraging resources within a continuum, and in particular the satisfaction of user
requirements, requires deep understanding of the workload itself and its interaction with the …

Instructing network devices via large language models

F Dall'Agata - 2024 - webthesis.biblio.polito.it
In recent years, there have been significant advancements in Artificial Intelligence (AI),
particularly in Natural Language Processing (NLP). These advancements have introduced a …

[PDF][PDF] D4. 1 INTENT-BASED DECENTRALISED FLUIDOS CONTINUUM

T Task, L Nedoshivina, S Braghin, AR Enciso… - 2022 - fluidos.eu
The deployment of workloads in a distributed environment is known to be complex tasks,
and it is even more complex when the system is expected to satisfy requirements in a …